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Methods
2,199
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General
Attention
125 methods
33127 papers with code
Attention Mechanisms
82 methods
18378 papers with code
Activation Functions
72 methods
31931 papers with code
Stochastic Optimization
62 methods
20179 papers with code
Regularization
57 methods
45343 papers with code
See all 133 categories
Computer Vision
Convolutional Neural Networks
122 methods
6112 papers with code
Generative Models
98 methods
8615 papers with code
Image Model Blocks
93 methods
7516 papers with code
Object Detection Models
69 methods
2399 papers with code
Image Feature Extractors
61 methods
179 papers with code
See all 126 categories
Natural Language Processing
Language Models
137 methods
30790 papers with code
Transformers
93 methods
23805 papers with code
Word Embeddings
21 methods
844 papers with code
Attention Patterns
8 methods
2660 papers with code
Sentence Embeddings
8 methods
151 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1363 papers with code
Off-Policy TD Control
16 methods
1652 papers with code
Reinforcement Learning Frameworks
11 methods
217 papers with code
Q-Learning Networks
10 methods
558 papers with code
Heuristic Search Algorithms
8 methods
350 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
354 papers with code
Audio Model Blocks
14 methods
77 papers with code
Text-to-Speech Models
12 methods
131 papers with code
Speech Separation Models
6 methods
39 papers with code
Speech Recognition
4 methods
36 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
40 methods
7847 papers with code
Sequence To Sequence Models
21 methods
1844 papers with code
Time Series Analysis
10 methods
810 papers with code
Temporal Convolutions
8 methods
247 papers with code
Bidirectional Recurrent Neural Networks
6 methods
695 papers with code
See all 9 categories
Graphs
Graph Models
66 methods
1929 papers with code
Graph Embeddings
42 methods
952 papers with code
Graph Representation Learning
17 methods
6670 papers with code
Graph Data Augmentation
2 methods
1 papers with code
